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Lightweight-Face-Detection

Object Detection
PyTorch
real_time
bu_iot
android
Model card Files
xet
 Community

Lightweight-Face-Detection: Optimized for Qualcomm Devices

A small and accurate model for detecting bounding boxes for faces in images. This model's architecture was developed by Qualcomm. The model was trained by Qualcomm on a proprietary dataset of faces, but can be used on any image.

This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.

Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.

Getting Started

There are two ways to deploy this model on your device:

Option 1: Download Pre-Exported Models

Below are pre-exported model assets ready for deployment.

Runtime Precision Chipset SDK Versions Download
ONNX float Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
ONNX w8a16 Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
ONNX w8a16_mixed_int16 Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
ONNX w8a8 Universal QAIRT 2.50, ONNX Runtime 1.30.0 Download
QNN_DLC float Universal QAIRT 2.50 Download
QNN_DLC w8a16 Universal QAIRT 2.50 Download
QNN_DLC w8a16_mixed_int16 Universal QAIRT 2.50 Download
QNN_DLC w8a8 Universal QAIRT 2.50 Download
TFLITE float Universal QAIRT 2.50 Download
TFLITE w8a8 Universal QAIRT 2.50 Download

For more device-specific assets and performance metrics, visit Lightweight-Face-Detection on Qualcomm® AI Hub.

Option 2: Export with Custom Configurations

Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:

  • Custom weights (e.g., fine-tuned checkpoints)
  • Custom input shapes
  • Target device and runtime configurations

This option is ideal if you need to customize the model beyond the default configuration provided here.

See our repository for Lightweight-Face-Detection on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.object_detection

Model Stats:

  • Inference latency: RealTime
  • Input resolution: 480x640
  • Model checkpoint: qfd360_sl_model.pt
  • Model size (float): 3.37 MB
  • Model size (w8a16): 1.09 MB
  • Model size (w8a8): 965 KB
  • Number of parameters: 878K

Performance Summary

Model Runtime Precision Chipset Inference Time (ms) Peak Memory Range (MB) Primary Compute Unit
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 1.059 ms 0 - 140 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Elite For Galaxy Mobile 1.007 ms 1 - 142 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® X2 Elite 1.117 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® X Elite 1.987 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 3 Mobile 1.181 ms 0 - 154 MB NPU
Lightweight-Face-Detection ONNX float Snapdragon® 8 Gen 1 Mobile 2.742 ms 1 - 159 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-8275 2.258 ms 1 - 5 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.883 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® QCS8450 2.742 ms 1 - 159 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-9075 2.718 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ IQ-X7181 1.987 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX float Qualcomm® Dragonwing™ Q-8750 1.007 ms 1 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.767 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Elite For Galaxy Mobile 0.815 ms 0 - 140 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X2 Elite 0.841 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® X Elite 1.799 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 3 Mobile 0.973 ms 0 - 154 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 8 Gen 1 Mobile 1.852 ms 0 - 157 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS6490 9.493 ms 1 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-8275 1.441 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.739 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® QCS8450 1.852 ms 0 - 157 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-9075 1.869 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.799 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-6690 7.136 ms 1 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-7790 2.941 ms 0 - 140 MB NPU
Lightweight-Face-Detection ONNX w8a16 Qualcomm® Dragonwing™ Q-8750 0.815 ms 0 - 140 MB NPU
Lightweight-Face-Detection ONNX w8a16 Snapdragon® 7 Gen 4 Mobile 2.941 ms 0 - 140 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.788 ms 0 - 143 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Elite For Galaxy Mobile 0.876 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X2 Elite 0.852 ms 2 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® X Elite 1.85 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.989 ms 0 - 155 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.491 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.797 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 1.887 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.85 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 8.271 ms 1 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 3.028 ms 0 - 141 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.876 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 3.028 ms 0 - 141 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.217 ms 0 - 142 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.244 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X2 Elite 0.212 ms 1 - 1 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® X Elite 0.429 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 3 Mobile 0.302 ms 0 - 152 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 8 Gen 1 Mobile 0.596 ms 0 - 157 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS6490 1.672 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-8275 0.52 ms 0 - 4 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.444 ms 0 - 2 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® QCS8450 0.596 ms 0 - 157 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-9075 0.6 ms 0 - 3 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.429 ms 0 - 0 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-6690 2.841 ms 0 - 139 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-7790 0.513 ms 0 - 139 MB NPU
Lightweight-Face-Detection ONNX w8a8 Qualcomm® Dragonwing™ Q-8750 0.244 ms 0 - 144 MB NPU
Lightweight-Face-Detection ONNX w8a8 Snapdragon® 7 Gen 4 Mobile 0.513 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 1.081 ms 0 - 33 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Elite For Galaxy Mobile 1.209 ms 0 - 35 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X2 Elite 1.306 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® X Elite 2.773 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 3 Mobile 1.599 ms 0 - 44 MB NPU
Lightweight-Face-Detection QNN_DLC float Snapdragon® 8 Gen 1 Mobile 4.554 ms 1 - 52 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-8275 2.742 ms 1 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.506 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8775P 3.211 ms 1 - 34 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8650P 3.211 ms 1 - 34 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8255P 3.211 ms 1 - 34 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® QCS8450 4.554 ms 1 - 52 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-9075 2.994 ms 1 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ IQ-X7181 2.773 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® Dragonwing™ Q-8750 1.209 ms 0 - 35 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA7255P 6.667 ms 1 - 32 MB NPU
Lightweight-Face-Detection QNN_DLC float Qualcomm® SA8295P 3.657 ms 0 - 28 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.739 ms 1 - 142 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Elite For Galaxy Mobile 0.753 ms 0 - 134 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X2 Elite 1.433 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® X Elite 1.825 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 3 Mobile 0.921 ms 0 - 149 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 8 Gen 1 Mobile 2.061 ms 1 - 156 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS6490 9.633 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-8275 1.322 ms 0 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.631 ms 1 - 68 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8775P 1.853 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8650P 1.853 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8255P 1.853 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® QCS8450 2.061 ms 1 - 156 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-9075 1.718 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ IQ-X7181 1.825 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-6690 14.512 ms 1 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-7790 2.888 ms 1 - 136 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® Dragonwing™ Q-8750 0.753 ms 0 - 134 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA7255P 2.923 ms 1 - 137 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Qualcomm® SA8295P 2.116 ms 0 - 134 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16 Snapdragon® 7 Gen 4 Mobile 2.888 ms 1 - 136 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.782 ms 0 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Elite For Galaxy Mobile 0.776 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X2 Elite 0.987 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® X Elite 1.802 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 8 Gen 3 Mobile 0.953 ms 0 - 149 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-8275 1.384 ms 1 - 4 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ QCS8550 (Proxy) 1.604 ms 1 - 2 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8650P 1.936 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA8255P 1.936 ms 0 - 139 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-9075 1.771 ms 1 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ IQ-X7181 1.802 ms 1 - 1 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-6690 15.598 ms 1 - 138 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-7790 2.983 ms 1 - 136 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® Dragonwing™ Q-8750 0.776 ms 1 - 140 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Qualcomm® SA7255P 3.121 ms 1 - 137 MB NPU
Lightweight-Face-Detection QNN_DLC w8a16_mixed_int16 Snapdragon® 7 Gen 4 Mobile 2.983 ms 1 - 136 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.194 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.226 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X2 Elite 0.295 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® X Elite 0.513 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 3 Mobile 0.277 ms 0 - 40 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 8 Gen 1 Mobile 0.501 ms 0 - 42 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS6490 1.376 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-8275 0.478 ms 0 - 3 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.404 ms 0 - 32 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8775P 0.602 ms 0 - 32 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8650P 0.602 ms 0 - 32 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8255P 0.602 ms 0 - 32 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® QCS8450 0.501 ms 0 - 42 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-9075 0.52 ms 2 - 5 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ IQ-X7181 0.513 ms 0 - 0 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-6690 2.751 ms 0 - 135 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-7790 0.466 ms 0 - 135 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® Dragonwing™ Q-8750 0.226 ms 0 - 27 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA7255P 1.068 ms 0 - 29 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Qualcomm® SA8295P 0.697 ms 0 - 28 MB NPU
Lightweight-Face-Detection QNN_DLC w8a8 Snapdragon® 7 Gen 4 Mobile 0.466 ms 0 - 135 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 1.091 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Elite For Galaxy Mobile 1.212 ms 0 - 32 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 3 Mobile 1.6 ms 0 - 45 MB NPU
Lightweight-Face-Detection TFLITE float Snapdragon® 8 Gen 1 Mobile 4.572 ms 0 - 52 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-8275 2.687 ms 0 - 7 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ QCS8550 (Proxy) 2.539 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8775P 3.327 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8650P 3.327 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8255P 3.327 ms 0 - 34 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® QCS8450 4.572 ms 0 - 52 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ IQ-9075 3.102 ms 0 - 6 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® Dragonwing™ Q-8750 1.212 ms 0 - 32 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA7255P 6.566 ms 0 - 32 MB NPU
Lightweight-Face-Detection TFLITE float Qualcomm® SA8295P 3.637 ms 0 - 29 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite Gen 5 For Galaxy Mobile 0.192 ms 0 - 28 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Elite For Galaxy Mobile 0.23 ms 0 - 28 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Gen 3 Mobile 0.279 ms 0 - 38 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 8 Gen 1 Mobile 0.516 ms 0 - 45 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ QCS6490 1.261 ms 0 - 4 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ IQ-8275 0.467 ms 0 - 4 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ QCS8550 (Proxy) 0.414 ms 0 - 2 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8775P 8.972 ms 2 - 30 MB GPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8650P 8.972 ms 2 - 30 MB GPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8255P 8.972 ms 2 - 30 MB GPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® QCS8450 0.516 ms 0 - 45 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ IQ-9075 0.54 ms 0 - 4 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-6690 2.744 ms 0 - 133 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-7790 0.471 ms 0 - 134 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® Dragonwing™ Q-8750 0.23 ms 0 - 28 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA7255P 1.08 ms 0 - 29 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Qualcomm® SA8295P 0.725 ms 0 - 27 MB NPU
Lightweight-Face-Detection TFLITE w8a8 Snapdragon® 7 Gen 4 Mobile 0.471 ms 0 - 134 MB NPU

License

  • The license for the original implementation of Lightweight-Face-Detection can be found here.

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